MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 64351 |
Employee API MCP Server
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MCP server for querying employee data via tools like get_employees and get_empl…
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| 64352 |
ffmpeg-mcp
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An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
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| 64353 |
mcp-imap
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Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
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| 64354 |
1trippulse
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1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
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| 64355 |
git-repo-brief
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MCP server that provides structured briefs for public GitHub repositories, incl…
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| 64356 |
Remote MCP Server
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A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
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| 64357 |
cyber-si-mcp
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| 64358 |
Provides AI assistants with access to real-time space weather data and forecast…
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| 64359 |
DDG MCP3
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A basic MCP server with example tools including message echoing and server info…
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| 64360 |
gitlab-mcp-server
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A Model Context Protocol server for GitLab that provides AI agents structured a…
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| 64361 |
Elasticsearch MCP Server
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MCP server that provides tools and resources to interact with Elasticsearch clu…
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| 64362 |
Mobbin Agent
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MCP server that gives AI agents browser-based access to Mobbin for design resea…
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| 64363 |
my-first-agent
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| 64364 |
mcp-playwright
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Provides browser automation capabilities for LLM applications, enabling web pag…
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| 64365 |
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
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| 64366 |
Convo
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Access your meeting transcripts, summaries, and action items from any AI assist…
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| 64367 |
infor-rpa-mcp
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Enables Claude Code to understand, debug, edit, and build Infor RPA Studio 2026…
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| 64368 |
dnSpy-MCP
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A Model Context Protocol server for static .NET assembly analysis, offering dec…
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| 64369 |
paper-download
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| 64370 |
GSS MCP Server
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Exposes Grey Swan Signals market stress intelligence as callable tools for AI a…
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| 64371 |
openapi-mcp
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MCP server for loading and exploring OpenAPI/Swagger specifications, enabling A…
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| 64372 |
Coursera MCP
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Enables AI agents to programmatically interact with Coursera, including enrolli…
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| 64373 |
oecd-mcp-server
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Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
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| 64374 |
aiproject-mcp
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MCP server for managing AIProject tasks and projects, providing CRUD operations…
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| 64375 |
kustodyan-mcp
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Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
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| 64376 |
fruits-mcp
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Enables management of Product Fruits knowledge base articles, categories, and i…
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| 64377 |
jiraxmcp
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An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
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| 64378 |
mendix-mcp-server
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Enables AI agents to read and modify Mendix application models through MCP tool…
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| 64379 |
grazer-mcp
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Multi-platform content discovery for AI agents over MCP — graze worthy content …
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| 64380 |
Joule HR MCP Server
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Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
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| 64381 |
simple-index-mcp
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A Python MCP server for indexing projects using embeddings, providing semantic …
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| 64382 |
BizIntel
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Analyze market trends and competitor landscapes to identify strategic growth op…
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| 64383 |
Mistral OCR MCP Server
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Extracts text and images from PDFs and image files using the Mistral OCR API, w…
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| 64384 |
mcp-blanko
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A TypeScript template for building MCP servers with placeholder tools and dual …
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| 64385 |
llama-diffusion-mcp
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Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
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| 64386 |
faceton-mcp-server
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FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
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| 64387 |
OpenArx
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Open scientific and engineering knowledge for AI agents: search, evidence, docu…
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| 64388 |
SQL Server MCP
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An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
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| 64389 |
macos-sys-assist
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A secure, constraint-based macOS OS-level automation MCP server for AI assistan…
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| 64390 |
yinxiang-mcp
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MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
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| 64391 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 64392 |
dev953
Claim
dev953 method companion: exposes its multi-agent coding method as callable MCP …
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| 64393 |
injectshield
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Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
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| 64394 |
us-weather-mcp
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| 64395 |
Polarion MCP Server
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Enables interaction with Siemens Polarion requirements management system throug…
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| 64396 |
telegram-mcp-server
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A read-only MCP server that lets AI agents read personal Telegram chats from an…
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| 64397 |
Better Browser MCP
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Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
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| 64398 |
Do Not Act
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Fail-closed guard clause for prediction-market agents before trade().
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| 64399 |
agent-central-mcp
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Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
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| 64400 |
KoreanSkinpedia MCP
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Enables publishing of medical content (articles, procedures, clinics) to a Kore…
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